[DOC] Update examples webpage

[MatthewMiddlehurst]

Cleans unused images from examples and updates the examples webpage. Moving the pydata notebook to the tutorials repo.

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I have added the following labels to this PR based on the title: [ $\color{#F3B9F8}{\textsf{documentation}}$ ].

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[TonyBagnall]

LGTM